Entry 000
· Index page
· Updated 9 Nov 2026
· Index page
· Updated 9 Nov 2026
Full-stack developer · DevOps engineer
I build and run software for a living, and I write down what actually worked.
I'm a senior engineer who takes a product from the database to the deploy pipeline. Here I review AI tools, agents and self-hosted software by running them myself, and once a month I compare what the models cost.
Latest
· 5 most recent
· of 10 entries
· 5 most recent
· of 10 entries
Latest entries, with the verdict up front
Sample entries · placeholder content for the site design
Monthly
· Token market
· Nov 2026
· Token market
· Nov 2026
The AI token market, in one table a month
On the first Monday of each month I put the published per-token prices next to each other, with columns for the price, the context window and what a typical job costs. The full post has every model. Here's the shape of it.
Sample figures · illustrative, not current prices
← swipe the table →
| Tier | Input $/M | Output $/M | Context | 1k-ticket triage job | Change vs Oct |
|---|---|---|---|---|---|
| Frontier A | 5.00 | 25.00 | 400k | $9.80 | no change |
| Mid-tier B | 1.20 | 6.00 | 256k | $2.36 | −20% input |
| Small C | 0.15 | 0.60 | 128k | $0.27 | new this month |
| Open-weights D (self-hosted) | — | — | 128k | ≈$0.40 power | your hardware |
$/M = US dollars per million tokens. The triage job is 1,000 tickets at about 1,400 tokens in and 250 out each.
Read the market posts